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  • 2010

    Interactive Audience Selection tool for distributing a mobile campaign

    Porat, T., Naamani-Dery, L., Rokach, L. & Shapira, B., 1 Dec 2010, Proceedings of the IADIS International Conference Information Systems 2010. p. 362-366 5 p. (Proceedings of the IADIS International Conference Information Systems 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Iterative voting under uncertainty for group recommender systems

    Naamani-Dery, L., Kalech, M., Rokach, L. & Shapira, B., 15 Dec 2010, RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems. p. 265-268 4 p. (RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    20 Scopus citations
  • k-anonymized reducts

    Rokach, L. & Schclar, A., 1 Nov 2010, Proceedings - 2010 IEEE International Conference on Granular Computing, GrC 2010. p. 392-395 4 p. 5575944. (Proceedings - 2010 IEEE International Conference on Granular Computing, GrC 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • M-score: Estimating the potential damage of data leakage incident by assigning misuseability weight

    Harel, A., Shabtai, A., Rokach, L. & Elovici, Y., 20 Dec 2010, Proceedings of the 2010 ACM Workshop on Insider Threats, Insider Threats '10, Co-located with CCS'10. p. 13-20 8 p. (Proceedings of the ACM Conference on Computer and Communications Security).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Scopus citations
  • Multicamp - cost sensitive active learning algorithm for multiple parallel campaigns

    Dery, L. N., Shapira, B. & Rokach, L., 1 Dec 2010, 2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010. p. 982-985 4 p. 5661927. (2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Using the confusion matrix for improving ensemble classifiers

    Marom, N. D., Rokach, L. & Shmilovici, A., 1 Dec 2010, 2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010. p. 555-559 5 p. 5662159. (2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    107 Scopus citations
  • 2009

    Ensemble methods for improving the performance of neighborhood-based collaborative filtering

    Schclar, A., Tsikinovsky, A., Rokach, L., Meisels, A. & Antwarg, L., 24 Dec 2009, RecSys'09 - Proceedings of the 3rd ACM Conference on Recommender Systems. p. 261-264 4 p. (RecSys'09 - Proceedings of the 3rd ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    31 Scopus citations
  • Identity theft, computers and behavioral biometrics

    Moskovitch, R., Feher, C., Messerman, A., Kirschnick, N., Mustafić, T., Camtepe, A., Löhlein, B., Heister, U., Möller, S., Rokach, L. & Elovici, Y., 22 Oct 2009, 2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009. p. 155-160 6 p. 5137288. (2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    61 Scopus citations
  • KACTUS 2: Privacy preserving in classification tasks using k-anonymity

    Kisilevich, S., Elovici, Y., Shapira, B. & Rokach, L., 1 Dec 2009, Protecting Persons While Protecting the People - Second Annual Workshop on Information Privacy and National Security, ISIPS 2008, Revised Selected Papers. p. 63-81 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5661 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Scopus citations
  • Multi-label classification by analyzing labels dependencies

    Tenenboim, L., Rokach, L. & Shapira, B., 2009, Proceedings of the 1st international workshop on learning from multi-label data, Bled, Slovenia. p. 117-132

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Random projection ensemble classifiers

    Schclar, A. & Rokach, L., 1 Jan 2009, Enterprise Information Systems - 11th International Conference, ICEIS 2009, Proceedings. Springer Verlag, p. 309-316 8 p. (Lecture Notes in Business Information Processing; vol. 24 LNBIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    48 Scopus citations
  • 2008

    A logistic regression method for cost sensetive active learning

    Naamani, L., Rokach, L. & Shmilovici, A., 1 Dec 2008, 2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2008. p. 707-710 4 p. 4736625. (IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A methodology for the design of a fuzzy data warehouse

    Sapir, L., Shmilovici, A. & Rokach, L., 1 Dec 2008, 2008 4th International IEEE Conference Intelligent Systems, IS 2008. p. 214-221 8 p. 4670400. (2008 4th International IEEE Conference Intelligent Systems, IS 2008; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • Anytime AHP method for preferences elicitation in stereotype-based recommender system

    Rokach, L., Scholar, A. & Meisels, A., 1 Dec 2008, ICEIS 2008 - Proceedings of the 10th International Conference on Enterprise Information Systems. p. 268-275 8 p. (ICEIS 2008 - Proceedings of the 10th International Conference on Enterprise Information Systems; vol. AIDSS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • 2007

    Active Learning Using Conditional Expectation Estimators

    Rokach, L., Naamani, L. & Shmilovici Leib, A., 2007, Proceedings of the 3rd ADBIS workshop on Data Mining and Knowledge Discovery, ADMKD’2007, October 2, Varna, Bulgaria. p. 83-95

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A stereotypes-based hybrid recommender system for media items

    Shani, G., Meisles, A., Gleyzer, Y., Rokach, L. & Ben-Shimon, D., 1 Dec 2007, Intelligent Techniques for Web Personalization and Recommender Systems in E-Commerce - Papers from the 2007 AAAI Joint Workshop, Technical Report. p. 76-83 8 p. (AAAI Workshop - Technical Report; vol. WS-07-08).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Scopus citations
  • Establishing user profiles in the mediascout recommender system

    Shani, G., Rokach, L., Meisles, A., Naamani, L., Piratla, N. & Ben-Shimon, D., 25 Sep 2007, Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007. p. 470-476 7 p. 4221336. (Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • 2006

    Automatic discovery of regular expression patterns representing negated findings in medical narrative reports

    Romano, R., Rokach, L. & Maimon, O., 1 Jan 2006, Next Generation Information Technologies and Systems - 6th International Conference, NGITS 2006, Proceedings. Springer Verlag, p. 300-311 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4032 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Automatic identification of negated concepts in narrative clinical reports

    Rokach, L., Romano, R. & Maimon, O., 1 Dec 2006, ICEIS 2006 - 8th International Conference on Enterprise Information Systems, Proceedings. p. 257-262 6 p. (ICEIS 2006 - 8th International Conference on Enterprise Information Systems, Proceedings; vol. AIDSS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Cascaded data mining methods for text understanding, with medical case study

    Romano, R., Rokach, L. & Maimon, O., 1 Jan 2006, Proceedings - ICDM Workshops 2006 - 6th IEEE International Conference on Data Mining - Workshops. Institute of Electrical and Electronics Engineers, p. 458-462 5 p. 4063671. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • 2005

    Decomposition methodology for classification tasks

    Rokach, L. & Mainon, O., 1 Dec 2005, 2005 IEEE International Conference on Granular Computing. p. 636-641 6 p. 1547369. (2005 IEEE International Conference on Granular Computing; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • 2004

    Information retrieval system for medical narrative reports

    Rokach, L., Maimon, O. & Averbuch, M., 1 Jan 2004, Flexible Query Answering Systems. Christiansen, H., Andreasen, T., Hacid, M.-S. & Larsen, H. L. (eds.). Springer Verlag, p. 217-228 12 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 3055).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    16 Scopus citations
  • 2003

    Space decomposition in data mining: A clustering approach

    Rokach, L., Maimon, O. & Lavi, I., 1 Jan 2003, Foundations of Intelligent Systems - 14th International Symposium, ISMIS 2003, Proceedings. Zhong, N., Ras, Z. W., Tsumoto, S. & Suzuki, E. (eds.). Springer Verlag, p. 24-31 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2871).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    27 Scopus citations
  • 2002

    Improving supervised learning by feature decomposition

    Maimon, O. & Rokach, L., 1 Jan 2002, Foundations of Information and Knowledge Systems - 2nd International Symposium, FoIKS 2002, Proceedings. Eiter, T. & Schewe, K.-D. (eds.). Springer Verlag, p. 178-196 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2284).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    32 Scopus citations
  • Space decomposition in data mining - A clustering approach

    Maimon, O., Rokach, L. & Lavi, I., 1 Jan 2002, 22nd Convention of Electrical and Electronics Engineers in Israel, Proceedings. Institute of Electrical and Electronics Engineers, p. 101-104 4 p. 1178345. (IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings; vol. 2002-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2001

    Theory and applications of attribute decomposition

    Rokach, L. & Mainon, O., 1 Dec 2001, Proceedings - 2001 IEEE International Conference on Data Mining, ICDM'01. p. 473-480 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    20 Scopus citations